Nature

A multi-information fusion anomaly detection model based on convolutional neural networks ...

Network traffic anomaly detection, as an effective analysis method for network security, can identify differentiated traffic information and provide secure operation in complex and changing network ...
Nature

Generative adversarial synthetic neighbors-based unsupervised anomaly detection

Anomaly detection is crucial for the stable operation of mechanical systems, securing financial transactions, and ensuring network security, among other critical areas. Presently, Generative ...